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OCT-SelfNet: a self-supervised framework with multi-source datasets for generalized retinal disease detection

IntroductionIn the medical AI field, there is a significant gap between advances in AI technology and the challenge of applying locally trained models to diverse patient populations. This is mainly due to the limited availability of labeled medical image data, driven by privacy concerns. To address...

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Bibliografische gegevens
Hoofdauteurs: Fatema-E Jannat, Sina Gholami, Minhaj Nur Alam, Hamed Tabkhi
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Frontiers Media S.A. 2025-07-01
Reeks:Frontiers in Big Data
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Online toegang:https://www.frontiersin.org/articles/10.3389/fdata.2025.1609124/full
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